Design of networks considering vulnerability: A multi-objective approach

Claudio M. Rocco S, J. E. Ramirez-Marquez, Daniel E. Salazar A, Ivan Hernandez

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Abstract

    The traditional approach for designing and evaluating critical infrastructures in complex networks is based on two steps. The first step is to design the system and the second step is to evaluate the design under special circumstances, such as a failure or an attack. In this paper a framework for designing and evaluating networks in just one step is proposed. The approach is based on the use of Multi-Objective optimization, the selection of proper network measures and Multiple Objective Evolutionary Algorithms (MOEAs). An example related to an electric power system illustrates the approach.

    Original languageEnglish
    Title of host publication10th International Conference on Probabilistic Safety Assessment and Management 2010, PSAM 2010
    Pages2733-2740
    Number of pages8
    StatePublished - 2010
    Event10th International Conference on Probabilistic Safety Assessment and Management 2010, PSAM 2010 - Seattle, WA, United States
    Duration: 7 Jun 201011 Jun 2010

    Publication series

    Name10th International Conference on Probabilistic Safety Assessment and Management 2010, PSAM 2010
    Volume4

    Conference

    Conference10th International Conference on Probabilistic Safety Assessment and Management 2010, PSAM 2010
    Country/TerritoryUnited States
    CitySeattle, WA
    Period7/06/1011/06/10

    Keywords

    • MOEA
    • Multi-Objective optimization
    • Network design
    • Vulnerability assessment

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